As the members of the Analysis Working Group are mainly familiar with a quantitative tradition of data analysis, this presentation with an overview of what type of data is subjected to qualitative data analysis and what type of analysis approaches exist. My expertise is with computer-assisted analysis based on a code-and-retrieve approach. During the second part of the talk, we will be talked through the main steps of an example analysis using the software tool ATLAS.ti.